We supported the Brihanmumbai Municipal Corporation, the Government of Jharkhand and the Smart City Mission through predictive modeling, data analysis, building data pipelines and other solutions. Wadhwani AI co-convened a voluntary group of multidisciplinary individuals and organizations through the Covid Data Science Consortium. We actively collaborated with universities such as IISc, Stanford and Harvard, industry players such as PWC, and volunteers through Data Science India vs Covid.